Best RMSE

0.1297

Average RMSE

0.16

Worst RMSE

0.1792

All Features

0.1629

Selected Features

0.1662

Polynomial Features

0.1579

Interactions

0.1337

All Model RMSE Scores
Model Name RMSE Data_Type
14 EN 0.129664 Inter
13 LM 0.137715 Inter
3 EN 0.156460 All
2 Lasso 0.156714 All
1 Ridge 0.157654 All
0 LM 0.157870 All
12 Poly 0.157872 Poly
6 LM 0.161203 Select
9 EN 0.162034 Select
7 Ridge 0.162567 Select
8 Lasso 0.163982 Select
11 KNN 0.168383 Select
5 KNN 0.169932 All
4 Tree 0.178544 All
10 Tree 0.179164 Select